TxAgent is a web-based AI-driven platform designed to accelerate translational research and clinical decision support by analyzing multi-omics and clinical datasets. Users upload patient gene expression or mutation profiles, configure disease context and drug libraries, and run an automated pipeline that integrates network biology, machine learning models, and drug-target interaction databases. The agent returns ranked lists of single and combination therapies, toxicity-adjusted scores, pathway enrichment analyses, and interactive network visualizations to guide experimental design and therapeutic hypotheses.

MarianaAI's CARE platform leverages advanced AI to simplify and enhance healthcare workflows. By integrating seamlessly with Electronic Health Records (EHR), it automates the transcription of multi-party, multi-lingual medical conversations with high accuracy, generates real-time clinical insights, and autonomously codes medical encounters. This all-in-one solution is designed to minimize administrative burdens, maximize revenue, and improve patient care. Providers can engage more meaningfully with their patients by reducing time spent on routine documentation and coding tasks. CARE captures and utilizes patient data effectively, offering detailed decision support across various specialties.